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Cooperative MPC-based energy management for networked microgrids
A Parisio, C Wiezorek, T Kyntäjä, J Elo… - … on Smart Grid, 2017 - ieeexplore.ieee.org
Microgrids are subsystems of the distribution grid operating as a single controllable system
either connected or isolated from the grid. In this paper, a novel cooperative model …
either connected or isolated from the grid. In this paper, a novel cooperative model …
LSTM-MPC: A deep learning based predictive control method for multimode process control
Modern industrial processes often operate under different modes, which brings challenges
to model predictive control (MPC). Recently, most MPC related methods would establish …
to model predictive control (MPC). Recently, most MPC related methods would establish …
A distributed algorithm for economic dispatch over time-varying directed networks with delays
In power system operation, the economic dispatch problem (EDP) aims to minimize the total
generation cost while meeting the demand and satisfying generator capacity limits. This …
generation cost while meeting the demand and satisfying generator capacity limits. This …
Decentralized charging control of electric vehicles in residential distribution networks
Electric vehicle (EV) charging can negatively impact electric distribution networks by
exceeding equipment thermal ratings and causing voltages to drop below standard ranges …
exceeding equipment thermal ratings and causing voltages to drop below standard ranges …
Coordinated distributed MPC for load frequency control of power system with wind farms
X Liu, Y Zhang, KY Lee - IEEE Transactions on Industrial …, 2016 - ieeexplore.ieee.org
Load frequency control (LFC) is crucial for the operation and design of modern electric
power systems. This becomes quite challenging, as more wind power is included into the …
power systems. This becomes quite challenging, as more wind power is included into the …
Clustering load profiles for demand response applications
With the development of smart grid technologies, residential and commercial loads have
large potentialities to participate in demand response (DR) programs. This makes the data …
large potentialities to participate in demand response (DR) programs. This makes the data …
Distributed model predictive load frequency control of the multi-area power system after deregulation
This paper proposes a distributed model predictive control scheme for the load frequency
control (LFC) problem of the deregulated multi-area interconnected power system with …
control (LFC) problem of the deregulated multi-area interconnected power system with …
Mixed iterative adaptive dynamic programming for optimal battery energy control in smart residential microgrids
In this paper, a novel mixed iterative adaptive dynamic programming (ADP) algorithm is
developed to solve the optimal battery energy management and control problem in smart …
developed to solve the optimal battery energy management and control problem in smart …
Optimal real-time residential thermal energy management for peak-load shifting with experimental verification
Controlling residential thermal loads and thermal energy storage is a viable tactic to engage
end-users in demand response programs (DRPs). This paper focuses on the development …
end-users in demand response programs (DRPs). This paper focuses on the development …
Coordinated dispatch of virtual energy storage systems in LV grids for voltage regulation
The growth in installed solar photovoltaic (PV) capacity and the ever-increasing power
demand due to the use of energy-hungry appliances have caused voltage issues. In this …
demand due to the use of energy-hungry appliances have caused voltage issues. In this …